ULTRA Voice System

Voice-controlled autonomous development team - Not just voice chat, a complete multi-agent development platform

What It Does

Speak a command → AI orchestrator spawns specialized agents → They collaborate via specs → Results synthesized back to voice. An entire development team controlled by your voice, running on your phone.

Architecture

YOU (Voice) → ORCHESTRATOR → Specialized Agents → Validation → Voice Output

Components

Voice Layer

• Speech-to-text (Termux + Android)
• Text-to-speech (gTTS + mpv)
• Natural language synthesis

Orchestration

• Intent parsing from natural language
• Task decomposition by complexity
• Automatic agent assignment
• Dependency graph generation

Agent Management

• Spawn specialized agents (developer, designer, tester, security)
• Monitor progress via dashboard
• Self-validation with quality checks
• Result aggregation & synthesis

Example Workflow

You speak: “Build a video app with modern UI”

System:

1. Parses intent → Creates trace ID
2. Spawns agents: designer (UI mockups), developer (API), tester (QA)
3. Agents collaborate via specs (no conflicts)
4. Validates results
5. Speaks back: “Task complete! All four tasks finished successfully.”

Key Features

• Multi-provider failover - Claude CLI → Ollama → Claude API (offline capable)
• Voice-first interface - Hands-free development
• Spec-based coordination - Agents never conflict
• Self-validation - Security scans, test validation, auto-fix
• Knowledge accumulation - Every session logged, specs become templates

Technical Stack

• AI Providers: Claude (Anthropic), Ollama (local), Gemini
• Voice: gTTS, mpv, Termux speech APIs
• Orchestration: Custom bash scripts + Python intent parser
• Platform: Android/Termux

Performance

Token Optimization: 90% token savings vs naive approach - only complex cases use Claude (~3500 tokens)

Speed:

• Simple (2-3 tasks): <5 min
• Medium (5-8 tasks): 10-20 min
• Complex (10-20 tasks): 30-60 min

Status: Local prototype • Termux/Android only